Simulation of long-term spring wheat yields, soil organic C, N and water dynamics using DSSAT-CSM in a semi-arid region of the Canadian prairies

AbstractThe overall performance of the Decision Support System for Agrotechnology Transfer-Cropping System Model (DSSAT-CSM) was evaluated for simulating wheat (Triticum aestivum L.) yield, grain N uptake, soil organic C (SOC) and N (SON), soil water and nitrate–N (NO3–N) dynamics. The data used was from a long-term (1967–2005) spring wheat experiment conducted at Swift Current, Saskatchewan in the semi-arid Canadian prairies. Four treatments were selected: (1) continuous wheat receiving N and P fertilizer, Cont-W(NP); (2) continuous wheat receiving P only, Cont-W(P); and each phase of a fallow wheat rotation receiving N and P fertilizer, (3) W–F(NP) and (4) F–W(NP). The simulated grain yields matched the measurements well, with high d (0.74–0.83) and EF (0.16–0.33). The grain N uptake was also simulated satisfactorily with RMSE of 14–17 kg N ha−1 and d of 0.66–0.81. DSSAT simulated topsoil (0–0.15 m) SOC and SON well in the drier period (1967–1991), whereas it underestimated SOC in the more humid period (1991–2003). The DSSAT successfully simulated soil water and NO3–N dynamics in 0–0.15 m depth, whereas it overestimated soil water and NO3–N in the deep layers and consequently underestimated NO3–N leaching, suggesting that further improvements in soil water module should be made for the semi-arid climatic conditions in Canadian prairies. Sensitivity results showed that soil water content was sensitive to both lower soil water and upper drainage limits in this study. The performances of DSSAT model to yield and soil dynamics were comparable with other models.

[1]  Gerrit Hoogenboom,et al.  Modifying DSSAT Crop Models for Low‐Input Agricultural Systems Using a Soil Organic Matter–Residue Module from CENTURY , 2002 .

[2]  K. C. Kersebaum,et al.  Application of a simple management model to simulate water and nitrogen dynamics , 1995 .

[3]  B. Grant,et al.  Quantifying carbon sequestration in a conventionally tilled crop rotation study in southwestern Saskatchewan , 2007 .

[4]  Reshmi Sarkar,et al.  Use of DSSAT to model cropping systems. , 2009 .

[5]  Gerrit Hoogenboom,et al.  An evaluation of the statistical methods for testing the performance of crop models with observed data , 2014 .

[6]  C. Campbell,et al.  Long-term simulation of soil–crop interactions in semiarid southwestern Saskatchewan, Canada , 2008 .

[7]  C. Campbell,et al.  EFFECT OF CROP ROTATION AND N AND P FERTILIZER ON YIELDS OF SPRING WHEAT GROWN ON A BLACK CHERNOZEMIC CLAY , 1987 .

[8]  Gerrit Hoogenboom,et al.  Modelling crop yield, soil water content and soil temperature for a soybean–maize rotation under conventional and conservation tillage systems in Northeast China , 2013 .

[9]  Gerrit Hoogenboom,et al.  A computer program to analyze multiple-season crop model outputs , 1995 .

[10]  G. Hoogenboom,et al.  Simulating the effect of long-term fertilization on maize yield and soil C/N dynamics in northeastern China using DSSAT and CENTURY-based soil model , 2013, Nutrient Cycling in Agroecosystems.

[11]  C. Willmott Some Comments on the Evaluation of Model Performance , 1982 .

[12]  H. Janzen EFFECT OF FERTILIZER ON SOIL PRODUCTIVITY IN LONG-TERM SPRING WHEAT ROTATIONS , 1987 .

[13]  D. C. Godwin,et al.  Nitrogen dynamics in soil-plant systems. , 1991 .

[14]  V. W. Benson,et al.  Estimating spring wheat yield variability with EPIC , 1998 .

[15]  C. Campbell,et al.  Soil Organic Matter as Influenced by Crop Rotations and Fertilization , 1993 .

[16]  C. Campbell,et al.  First 12 years of a long-term crop rotation study in South western Saskatchewan-Bicarbonate-P distribution in soil and P uptake by the plant , 1983 .

[17]  S. Gayler,et al.  The impact of crop growth sub-model choice on simulated water and nitrogen balances , 2006, Nutrient Cycling in Agroecosystems.

[18]  R. Allan Freeze,et al.  A Comparison of Rainfall-Runoff Modeling Techniques on Small Upland Catchments , 1985 .

[19]  W. Parton,et al.  Dynamics of C, N, P and S in grassland soils: a model , 1988 .

[20]  James W. Jones,et al.  WeatherMan: a utility for managing and generating daily weather data , 1994 .

[21]  C. Campbell,et al.  First 18 years of a long-term crop rotation study in Southwestern Saskatchewan - Yields, grain protein, and economic performance , 1988 .

[22]  Jeffrey G. Arnold,et al.  Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations , 2007 .

[23]  Joe T. Ritchie,et al.  Model for predicting evaporation from a row crop with incomplete cover , 1972 .

[24]  C. A. Campbell,et al.  EPIC estimates of soil water, nitrogen and carbon under semiarid temperate conditions , 1998 .

[25]  W. Parton,et al.  Analysis of factors controlling soil organic matter levels in Great Plains grasslands , 1987 .

[26]  M. Trnka,et al.  Simulation of winter wheat yield and its variability in different climates of Europe: A comparison of eight crop growth models , 2011 .

[27]  W. M. Bostick,et al.  Soil organic carbon dynamics and crop yield for different crop rotations in a degraded ferruginous tropical soil in a semi-arid region: a simulation approach , 2011, The Journal of Agricultural Science.

[28]  C. Campbell,et al.  Long-term effect of cropping system and nitrogen and phosphorus fertilizer on production and nitrogen economy of grain crops in a Brown Chernozem , 2005 .

[29]  M. Trnka,et al.  Simulation of spring barley yield in different climatic zones of Northern and Central Europe: A comparison of nine crop models , 2012 .

[30]  C. Campbell,et al.  Regression model for predicting yield of hard red spring wheat grown on stubble in the semiarid prairie , 1997 .

[31]  John R. Williams,et al.  The erosion-productivity impact calculator (EPIC) model: a case history , 1990 .

[32]  C. Campbell,et al.  FIRST 12 YEARS OF A LONG-TERM CROP ROTATION STUDY IN SOUTHWESTERN SASKATCHEWAN — YIELDS AND QUALITY OF GRAIN , 1983 .

[33]  James W. Jones,et al.  The DSSAT cropping system model , 2003 .

[34]  James W. Jones,et al.  Decision support system for agrotechnology transfer: DSSAT v3 , 1998 .

[35]  P. Krause,et al.  COMPARISON OF DIFFERENT EFFICIENCY CRITERIA FOR HYDROLOGICAL MODEL ASSESSMENT , 2005 .

[36]  C. Priestley,et al.  On the Assessment of Surface Heat Flux and Evaporation Using Large-Scale Parameters , 1972 .

[37]  M. ShresthaB.,et al.  Effects of crop rotation, crop type and tillage on soil organic carbon in a semiarid climate , 2013 .

[38]  C. Campbell,et al.  Organic C accumulation in soil over 30 years in semiarid southwestern Saskatchewan – Effect of crop rotations and fertilizers , 2000 .

[39]  Steve Frolking,et al.  A model of nitrous oxide evolution from soil driven by rainfall events: 2. Model applications , 1992 .

[40]  Changsheng Li,et al.  A model of nitrous oxide evolution from soil driven by rainfall events: 1. Model structure and sensitivity , 1992 .

[41]  J. Ritchie,et al.  Modeling Plant and Soil Systems , 1991 .

[42]  Brendan Halpin,et al.  Sequence Analysis , 2020, Definitions.

[43]  C. Campbell,et al.  EFFECTS OF FERTILIZER N AND SOIL MOISTURE ON GROWTH, N CONTENT, AND MOISTURE USE BY SPRING WHEAT , 1977 .

[44]  J. Nash,et al.  River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .

[45]  H. Di,et al.  Nitrate leaching in temperate agroecosystems: sources, factors and mitigating strategies , 2004, Nutrient Cycling in Agroecosystems.

[46]  R. DePauw,et al.  A review of wheat cultivars grown in the Canadian prairies , 2008 .

[47]  G. Hoogenboom,et al.  Evaluation of the DSSAT-CSM for simulating yield and soil organic C and N of a long-term maize and wheat rotation experiment in the Loess Plateau of Northwestern China , 2015 .